🏢 Department of Electrical and Computer Engineering, Duke University
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference
·1566 words·8 mins·
loading
·
loading
AI Theory
Privacy
🏢 Department of Electrical and Computer Engineering, Duke University
InfoScissors defends collaborative inference from data leakage by cleverly reducing the mutual information between model outputs and sensitive device data, thus ensuring robust privacy without comprom…